MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
Paper
• 2401.15391 • Published
• 6
LLM-evaluation
Evaluation of LLM agents paper
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Long-form factuality in large language models
Paper • 2403.18802 • Published • 26
JudgeLM: Fine-tuned Large Language Models are Scalable Judges
Paper • 2310.17631 • Published • 35Note Evaluator local LLM fine-tuned to mimic GPT-4 performance 1. Swap augmentation 2. Scenario additional augmentation (Rational Prompt)
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Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
Paper • 2310.08491 • Published • 57 -
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Paper • 2405.01535 • Published • 124 -
On Speeding Up Language Model Evaluation
Paper • 2407.06172 • Published • 1 -
Generative Verifiers: Reward Modeling as Next-Token Prediction
Paper • 2408.15240 • Published • 13